Proceedings of 2020 Chinese Intelligent Systems Conference. Volume II (2020)

• Record Type: Book
• Further Information: Note: Yingmin Jia, Weicun Zhang, Yongling Fu, editors.
• Other Names: Jia, Yingmin; Zhang, Weicun; Fu, Yongling; Chinese Intelligent Systems Conference
• Contents: Intro -- Contents -- Application of Real-Time Wavelet De-noising Based on Sliding Window in LADRC -- 1 Introduction -- 2 Algorithm Description -- 2.1 Wavelet De-noising -- 2.2 Real-Time De-noising Based on Sliding Window -- 3 Control Scheme -- 4 Simulation Results -- 5 Conclusions -- References -- Financial Topic Detection Algorithm Based on Multi-feature Fusion -- 1 Introduction -- 2 Related Work -- 3 Topic Detection Algorithm Based on Text Semantics and Clustering -- 3.1 Text Semantic Representation Based on Multi-view Feature Fusion -- 3.2 Clustering Algorithm Based on Time Decay 4 Analysis of Experimental Results -- 5 Conclusion and Future Work -- References -- Research on Sentiment Analysis of Financial Text Based on Semantic Matching -- 1 Introduction -- 2 Related Work -- 3 Implementation of Sentiment Analysis Algorithm of Financial Text Based on Semantic Matching (BSMSA) -- 3.1 Introduction to Pre-trained Model BERT -- 3.2 Introduction to Improved Semantic Matching Model of Siamese Network -- 4 Experiments -- 4.1 Dataset and Evaluation Indicators -- 4.2 Results and Analysis of Semantic Matching Experiments -- 4.3 Results and Analysis of Sentiment Analysis Experiments 5 Conclusions -- References -- A User Portrait Construction Method for Financial Credit -- 1 Introduction -- 2 Algorithm Implementation -- 2.1 User Financial Portrait Generation Based on Social Networks -- 2.2 User Financial Portrait Generation Based on User Financial Characteristics -- 2.3 PageRank-Based User Portrait Correction -- 3 Experimental Results and Analysis -- 3.1 Dataset -- 3.2 Experimental Results -- 4 Conclusion -- References -- E-Product Recommendation Algorithm Based on Knowledge Graph and Collaborative Filtering -- 1 Introduction -- 2 The Proposed Method 2.1 Recurrent Knowledge Graph (RKG) -- 2.2 LSTM Network Layer -- 2.3 Collaborative Filtering (CF) -- 3 Knowledge Graph and Collaborative Filtering Fusion Algorithm -- 4 Experimental Results and Analysis -- 4.1 Experimental Data Set -- 4.2 Comparative Analysis of Experimental Parameters -- 4.3 Comparative Analysis of Experimental Methods -- 5 Conclusion -- References -- Financial Sentiment Analysis Based on Pre-training and TextCNN -- 1 Introduction -- 2 Related Work -- 3 Implementation of Financial Sentiment Analysis Model Based on Pre-training and TextCNN (PTEAM) -- 3.1 Pre-trained Model BERT 3.2 Improved TextCNN Algorithm -- 4 Experiments -- 4.1 Dataset -- 4.2 Experimental Evaluation and Analysis -- 5 Conclusions -- References -- Formation Terminal Sliding Mode Control for Multiple Mobile Robots -- 1 Introduction -- 2 System Description -- 3 Controller Design -- 4 Experiment -- 5 Conclusion -- References -- Mining Correlation Features of User Financial Behavior Based on Attention Mechanism and Dual Channel -- 1 Introduction -- 2 The Proposed User Behavior Prediction Algorithm Based on Attention Mechanism and Dual Channel (NDUA)
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Copyright Date: 2021
• Extent: 1 online resource (829 pages)
• Subjects: 006.3; Artificial intelligence -- Congresses; Multiagent systems -- Congresses; Automatic control -- Congresses; Computational intelligence -- Congresses; Robotics -- Congresses; Artificial intelligence; Automatic control; Computational intelligence; Multiagent systems; Robotics; Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811584589
• Related ISBNs: 9789811584572
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